pchukwuemeka424 / Pneumonia-Detection-from-Chest-X-rays-using-Deep-LearningLinks
Build a convolutional neural network (CNN) to classify chest X-ray images into pneumonia and normal categories. Train the model using the NIH dataset, and evaluate with accuracy, confusion matrix, and Grad-CAM heatmaps.
☆47Updated 8 months ago
Alternatives and similar repositories for Pneumonia-Detection-from-Chest-X-rays-using-Deep-Learning
Users that are interested in Pneumonia-Detection-from-Chest-X-rays-using-Deep-Learning are comparing it to the libraries listed below
Sorting:
- uild a purposely vulnerable web app that teaches SQL injection, then show how to patch vulnerabilities using ORM and prepared statements.☆40Updated 8 months ago
- Develop a Streamlit app showing historical and real-time CO₂ emissions by country, sector, and year using data from the World Bank and ED…☆50Updated 8 months ago
- Track prices of BTC, ETH, etc., and send alerts when price thresholds are crossed. Implement using CoinGecko API and Python-Telegram-Bot.☆47Updated 8 months ago
- A lightweight expense tracking app with offline support, local storage, and charts. Features category budgeting, monthly summaries, and c…☆43Updated 8 months ago
- 3D modeling (Cesium.js or Blender) showing projected sea level rise on coastal cities.☆38Updated 8 months ago
- Monitor SSH logs to detect brute-force attempts, log offenders, and auto-ban them using iptables or Fail2Ban integration.☆47Updated 8 months ago
- ummarize long climate science papers into actionable briefs using NLP.☆37Updated 8 months ago
- Based on slope, rainfall, land use, and NDVI data.☆37Updated 8 months ago
- Use GPT/Transformer models to extract key environmental risks and mitigations.☆37Updated 8 months ago
- Use water sample data (e.g., pH, TDS, EC) to predict WQI and contamination clustering using Principal Component Analysis (PCA) and k-Mean…☆46Updated 8 months ago
- A gamified quiz web app teaching employees how to spot phishing, pretexting, and other social engineering attacks. Includes levels and sc…☆45Updated 8 months ago
- Add OTP-based two-factor authentication to a user login system using Flask or Django. Send codes via Twilio or email.☆47Updated 8 months ago
- ☆49Updated 8 months ago
- Scrape Twitter data using Tweepy, preprocess using NLTK or spaCy, and apply sentiment classification using a pretrained transformer (e.g.…☆35Updated 8 months ago
- A weather application displaying current and forecasted weather with an interactive map interface. Includes location search and dynamic w…☆43Updated 8 months ago
- Forecast AQI using LSTM/GRU models on PM2.5, NOx, CO data.☆38Updated 8 months ago
- Smart Recycling Sorting System uses AI-powered image recognition and sensors to automatically classify waste into categories such as plas…☆46Updated 2 months ago
- This project demonstrates how synthetic satellite imagery data can be used to train a machine learning model for detecting illegal loggin…☆51Updated 5 months ago
- Wetland Classification Using GEE and CNNs employs synthetic spectral and index features to classify land into water, wetland, and upland.…☆47Updated 5 months ago
- ☆37Updated 11 months ago
- ☆37Updated 11 months ago
- Train regression models to predict yields (e.g., maize or cassava) using rainfall, temperature, and soil pH as features. Use SHAP or LIME…☆48Updated 8 months ago
- This project aims to build accurate and scalable demand forecasting models for e-commerce and retail businesses☆32Updated 8 months ago
- Green-Product-Recommendation-Engine helps users identify environmentally sustainable products. It analyzes product data, user preferences…☆41Updated 3 months ago
- Use ARIMA, SARIMA, and Facebook Prophet to forecast inflation trends and food price changes in Nigeria. Include seasonal decomposition, r…☆35Updated 8 months ago
- Create a simulated ransomware that encrypts user files and displays a decryption notice (for learning and training only). Demonstrates en…☆43Updated 8 months ago
- Implement a facial recognition system that detects and classifies emotions (happy, sad, angry, etc.) in real time using OpenCV and CNNs. …☆48Updated 8 months ago
- A web application that enables users to dictate notes via voice and save them locally. Use the Web Speech API and JavaScript localStorage…☆48Updated 8 months ago
- Carbon-Credit-Fraud-Detection uses data analytics and machine learning to identify suspicious transactions in carbon credit markets. It m…☆40Updated 3 months ago
- A desktop app for hospital operations including patient registration, billing, appointment scheduling, and report generation. Uses SQLite…☆35Updated 8 months ago